Selection of reference genes for quantitative gene expression normalization in flax (Linum usitatissimum L.)

被引:202
|
作者
Huis, Rudy [1 ]
Hawkins, Simon [1 ]
Neutelings, Godfrey [1 ]
机构
[1] Univ Lille 1, UMR INRA USTL Stress Abiot & Differenciat Vegetau, F-59655 Villeneuve Dascq, France
来源
BMC PLANT BIOLOGY | 2010年 / 10卷
关键词
REAL-TIME PCR; INTERNAL CONTROL GENES; ALLENE OXIDE SYNTHASE; RT-PCR; TRANSGENIC FLAX; HOUSEKEEPING GENES; MELAMPSORA-LINI; LINOLENIC ACID; ABIOTIC STRESS; IDENTIFICATION;
D O I
10.1186/1471-2229-10-71
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Background: Quantitative real-time PCR (qRT-PCR) is currently the most accurate method for detecting differential gene expression. Such an approach depends on the identification of uniformly expressed 'housekeeping genes' (HKGs). Extensive transcriptomic data mining and experimental validation in different model plants have shown that the reliability of these endogenous controls can be influenced by the plant species, growth conditions and organs/tissues examined. It is therefore important to identify the best reference genes to use in each biological system before using qRT-PCR to investigate differential gene expression. In this paper we evaluate different candidate HKGs for developmental transcriptomic studies in the economically-important flax fiber- and oil-crop ( Linum usitatissimum L). Results: Specific primers were designed in order to quantify the expression levels of 20 different potential housekeeping genes in flax roots, internal- and external-stem tissues, leaves and flowers at different developmental stages. After calculations of PCR efficiencies, 13 HKGs were retained and their expression stabilities evaluated by the computer algorithms geNorm and NormFinder. According to geNorm, 2 Transcriptional Elongation Factors (TEFs) and 1 Ubiquitin gene are necessary for normalizing gene expression when all studied samples are considered. However, only 2 TEFs are required for normalizing expression in stem tissues. In contrast, NormFinder identified glyceraldehyde-3-phosphate dehydrogenase (GADPH) as the most stably expressed gene when all samples were grouped together, as well as when samples were classed into different sub-groups. qRT-PCR was then used to investigate the relative expression levels of two splice variants of the flax LuMYB1 gene ( homologue of AtMYB59). LuMYB1-1 and LuMYB1-2 were highly expressed in the internal stem tissues as compared to outer stem tissues and other samples. This result was confirmed with both geNorm-designated- and NormFinder-designated-reference genes. Conclusions: The use of 2 different statistical algorithms results in the identification of different combinations of flax HKGs for expression data normalization. Despite such differences, the use of geNorm-designated- and NormFinder-designated-reference genes enabled us to accurately compare the expression levels of a flax MYB gene in different organs and tissues. Our identification and validation of suitable flax HKGs will facilitate future developmental transcriptomic studies in this economically-important plant.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Selection of reference genes for quantitative gene expression normalization in flax (Linum usitatissimum L.)
    Rudy Huis
    Simon Hawkins
    Godfrey Neutelings
    BMC Plant Biology, 10
  • [2] Aluminum Responsive Genes in Flax (Linum usitatissimum L.)
    Krasnov, George S.
    Dmitriev, Alexey A.
    Zyablitsin, Alexander V.
    Rozhmina, Tatiana A.
    Zhuchenko, Alexander A.
    Kezimana, Parfait
    Snezhkina, Anastasiya V.
    Fedorova, Maria S.
    Novakovskiy, Roman O.
    Pushkova, Elena N.
    Povkhova, Liubov V.
    Bolsheva, Nadezhda L.
    Kudryavtseva, Anna V.
    Melnikova, Nataliya V.
    BIOMED RESEARCH INTERNATIONAL, 2019, 2019
  • [3] Fatty acid composition and desaturase gene expression in flax (Linum usitatissimum L.)
    Thambugala, Dinushika
    Cloutier, Sylvie
    JOURNAL OF APPLIED GENETICS, 2014, 55 (04) : 423 - 432
  • [4] Gene expression profiling of flax (Linum usitatissimum L.) under edaphic stress
    Alexey A. Dmitriev
    Anna V. Kudryavtseva
    George S. Krasnov
    Nadezhda V. Koroban
    Anna S. Speranskaya
    Anastasia A. Krinitsina
    Maxim S. Belenikin
    Anastasiya V. Snezhkina
    Asiya F. Sadritdinova
    Natalya V. Kishlyan
    Tatiana A. Rozhmina
    Olga Yu. Yurkevich
    Olga V. Muravenko
    Nadezhda L. Bolsheva
    Nataliya V. Melnikova
    BMC Plant Biology, 16
  • [5] Fatty acid composition and desaturase gene expression in flax (Linum usitatissimum L.)
    Dinushika Thambugala
    Sylvie Cloutier
    Journal of Applied Genetics, 2014, 55 : 423 - 432
  • [6] Development and validation of a flax (Linum usitatissimum L.) gene expression oligo microarray
    Stéphane Fenart
    Yves-Placide Assoumou Ndong
    Jorge Duarte
    Nathalie Rivière
    Jeroen Wilmer
    Olivier van Wuytswinkel
    Anca Lucau
    Emmanuelle Cariou
    Godfrey Neutelings
    Laurent Gutierrez
    Brigitte Chabbert
    Xavier Guillot
    Reynald Tavernier
    Simon Hawkins
    Brigitte Thomasset
    BMC Genomics, 11
  • [7] Development and validation of a flax (Linum usitatissimum L.) gene expression oligo microarray
    Fenart, Stephane
    Ndong, Yves-Placide Assoumou
    Duarte, Jorge
    Riviere, Nathalie
    Wilmer, Jeroen
    van Wuytswinkel, Olivier
    Lucau, Anca
    Cariou, Emmanuelle
    Neutelings, Godfrey
    Gutierrez, Laurent
    Chabbert, Brigitte
    Guillot, Xavier
    Tavernier, Reynald
    Hawkins, Simon
    Thomasset, Brigitte
    BMC GENOMICS, 2010, 11
  • [8] Gene expression profiling of flax (Linum usitatissimum L.) under edaphic stress
    Dmitriev, Alexey A.
    Kudryavtseva, Anna V.
    Krasnov, George S.
    Koroban, Nadezhda V.
    Speranskaya, Anna S.
    Krinitsina, Anastasia A.
    Belenikin, Maxim S.
    Snezhkina, Anastasiya V.
    Sadritdinova, Asiya F.
    Kishlyan, Natalya V.
    Rozhmina, Tatiana A.
    Yurkevich, Olga Yu.
    Muravenko, Olga V.
    Bolsheva, Nadezhda L.
    Melnikova, Nataliya V.
    BMC PLANT BIOLOGY, 2016, 16
  • [9] Polymorphism of cellulose synthase genes in flax (Linum usitatissimum L.)
    Dmitriev, A.
    Rozhmina, T.
    Krasnov, G.
    Snezhkina, A.
    Novakovskiy, R.
    Kezimana, P.
    Kudryavtseva, A.
    Melnikova, N.
    FEBS OPEN BIO, 2018, 8 : 469 - 469
  • [10] Flax (Linum usitatissimum L.) Rina
    Pavelek, Martin
    CZECH JOURNAL OF GENETICS AND PLANT BREEDING, 2010, 46 (01) : 41 - +